Personal information

Keywords

Artificial Intelligence, Machine Learning, Intelligent Mobility, Robotics, Machine Vision.

Countries

Ireland

Biography

Dr Jamie Roche is a lecture/researcher at the Institute of Technologie Sligo and a visiting researcher at Loughborough University London. Before taking up his post at IT Sligo, Jamie was a research fellow investigating data-driven decision making for autonomous multi-agent systems. Jamie has a PhD in Multimodal Machine Learning for Intelligent Mobility and an M.Sc. Mobile Internet from Loughborough University London. Before coming to London, Jamie worked as a Consulting Forensic Engineer for seven years with Denis Wood & Associates in Ireland. In 2008 Jamie graduated from Trinity College Dublin with an M.Sc. in Bioengineering. Previous to undertaking his Bioengineering degree, Jamie worked as a project engineer with Irish Rail, a Water Sanitation and Hygiene (WASH) Engineer with Help International (NGO) and a graduate Engineer at Schering Plough Pharmaceuticals. In 2002 Jamie graduated from Dublin City University with a B.Eng. in Mechatronics, and in 2000 Jamie was awarded a B.Tech. Process Instrumentation and Control Systems from Institute Technology Carlow.

Activities

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Employment (4)

Institute of Technology Sligo: Sligo, Co Sligo, IE

2021-06-08 to present | Lecture/Researcher (School of Engineering and Design)
Employment
Source: Self-asserted source
Jamie Roche

Loughborough University - London: London, London, GB

2019-12-16 to 2021-06-01 | Research Fellow (Institute for Digital Technologies)
Employment
Source: Self-asserted source
Jamie Roche

The Skill Set Consulting Collective: Dublin, Co Dublin, IE

2009-06-01 to 2015-09-01 | ENGINEERING (ENGINEERING)
Employment
Source: Self-asserted source
Jamie Roche

Denis Wood Associates Consulting Forensic Engineers and Scientists: Dublin, Co Dublin, IE

2008-12-01 to 2015-01-01 | Consulting Forensic Engineer (Engineering Department)
Employment
Source: Self-asserted source
Jamie Roche

Education and qualifications (5)

Loughborough University London: Loughborough, Leicestershire, GB

2016-09-01 to 2019-12-16 | PhD Researcher (Institute for Digital Technologies)
Qualification
Source: Self-asserted source
Jamie Roche

Loughborough University - London: London, London, GB

2015-09-01 to 2016-09-01 | M.S.c Postgraduate (Institute for Digital Technologies)
Qualification
Source: Self-asserted source
Jamie Roche

University of Dublin Trinity College: Dublin, Co Dublin, IE

2007-09-01 to 2008-09-01 | M.S.c Postgraduate (Bioengineering Department )
Qualification
Source: Self-asserted source
Jamie Roche

Dublin City University: Dublin, Co Dublin, IE

2000-09-01 to 2002-09-01 | B.Eng Undergraduate (Mechatronics)
Qualification
Source: Self-asserted source
Jamie Roche

South East Technological University: Waterford, IE

1997-09-01 to 2000-09-01 | Dip.Eng (Engineering )
Qualification
Source: Self-asserted source
Jamie Roche

Professional activities (3)

Loughborough University - London: London, London, GB

2021-06-01 to present | Visiting Researcher (Institute of Digital Technologies )
Invited position
Source: Self-asserted source
Jamie Roche

IEEE: New York, NY, US

2018-09-01 to present
Service
Source: Self-asserted source
Jamie Roche

Engineers Ireland: Dublin, Co Dublin, IE

2002-09-01 to present
Service
Source: Self-asserted source
Jamie Roche

Works (10)

An LSTM Framework for the Effective Screening of Dementia for Deployment on Edge Devices

2024 | Book chapter
DOI: 10.1007/978-3-031-59080-1_2
Contributors: Bernard Wilkie; Karla Muñoz Esquivel; Jamie Roche
Source: check_circle
Crossref

A Multimodal Data Processing System for LiDAR-Based Human Activity Recognition

IEEE Transactions on Cybernetics
2022-10 | Journal article
DOI: 10.1109/TCYB.2021.3085489
Contributors: Jamie Roche; Varuna De-Silva; Joosep Hook; Mirco Moencks; Ahmet Kondoz
Source: check_circle
Crossref

A Multimodal Perception-Driven Self Evolving Autonomous Ground Vehicle

IEEE Transactions on Cybernetics
2022-09 | Journal article
DOI: 10.1109/TCYB.2021.3113804
Contributors: Jamie Roche; Varuna De-Silva; Ahmet Kondoz
Source: check_circle
Crossref

LiDAR-Based Glass Detection for Improved Occupancy Grid Mapping

Sensors
2021-03-24 | Journal article
DOI: 10.3390/s21072263
Contributors: Haileleol Tibebu; Jamie Roche; Varuna De Silva; Ahmet Kondoz
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Multimodal Machine Learning for Intelligent Mobility

Loughborough University
2020-12-13 | Other
Source: Self-asserted source
Jamie Roche

Adaptive Feature Processing for Robust Human Activity Recognition on a Novel Multi-Modal Dataset

2019-01-09 | Preprint
ARXIV: arXiv:1901.02858v1
Source: Self-asserted source
Jamie Roche

A cognitive framework for object recognition with application to autonomous vehicles.

Advances in Intelligent Systems and Computing
2018-11-02 | Book chapter
Part of DOI: https://doi.org/10.1007/978-3-030-01174-1_50
Contributors: Jamie Roche
Source: Self-asserted source
Jamie Roche

Robust Fusion of LiDAR and Wide-Angle Camera Data for Autonomous Mobile Robots

MDPI Sensors
2018-08-20 | Journal article
Part of DOI: 10.3390/s18082730.
Source: Self-asserted source
Jamie Roche

IoT Driven Ambient Intelligence Architecture for Indoor Intelligent Mobility

2018 IEEE 16th Intl Conf on Dependable, Autonomic and Secure Computing, 16th Intl Conf on Pervasive Intelligence and Computing, 4th Intl Conf on Big Data Intelligence and Computing and Cyber Science and Technology Congress(DASC/PiCom/DataCom/CyberSciTech)
2018-08-12 | Conference paper
DOI: 10.1109/DASC/PiCom/DataCom/CyberSciTec.2018.00090
Source: Self-asserted source
Jamie Roche

Fusion of LiDAR and Camera Sensor Data for Environment Sensing in Driverless Vehicles

2017-06-01 | Preprint
Contributors: Jamie Roche
Source: Self-asserted source
Jamie Roche

Peer review (2 reviews for 1 publication/grant)

Review activity for Pattern recognition letters. (2)
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